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tistical terms, commodity and financial markets are leptokurtic with amplified tails when they are not in their mean-reverting mode, they tend to display powerful and sustainable trends. These trends offer traders low-risk/ high-reward opportunities, such that a single profitable trend-following trade often will offset numerous small losses, thereby resulting in an overall profitable trading system that experiences less than 50 percent winning trades. The 200-day simple moving average examined earlier provides us with an excellent example of a trend-following indicator. Another popular variation on this mathematical trend-following indicator is known as the twomoving average crossover system (see Figure 1.4). The two-moving-average crossover system entails the introduction of a second, shorter-term moving average, such as a 9-day simple moving average. Now instead of buying or selling whenever the market closes above or below the 200-day simple moving average, our trend-following trader establishes long positions whenever the 9-day moving average crosses over and closes above the 26-day moving average. By contrast, whenever the shorterterm moving average crosses over to close below the longer-term moving average, our trader would exit all long positions and initiate short positions.

than in the false allegations, which is in agreement with the Undeutsch hypothesis. In a better controlled eld study where the ground truth was established, Michael Lamb and his colleagues analysed the statements of 98 alleged victims of child sexual abuse (aged 4 to 12 years) (Lamb, Sternberg, Esplin, Hershkowitz, Orbach, & Hovav, 1997b). They included only cases where there was evidence of actual physical contact between a known accused and the child and an element of corroboration was present. Using these selection criteria meant that many cases needed to be disregarded, as the initial sample consisted of 1,187 interviews. If a criterion was absent in the statement, it received a score of 0; if it was present, it received a score of 1. They found fewer signi cant differences than, for example, Boychuk or Esplin et al., partly because 14 rather than 19 criteria CBCA criteria were analysed. However, again, all differences were in the expected direction: the criteria were more often present in the plausible group than in the implausible group. They also calculated total CBCA scores, which could vary between 0 and 14. Signi cantly more criteria were present in the plausible group (6.74) than in the implausible group (4.85). This difference, however, is much smaller than the difference found by Esplin and colleagues.11 Summary In ve of the six CBCA eld studies the ground truth has not been satisfactorily established. This means that caution is required when interpreting the ndings of these ve studies because they cannot really be trusted. However, a trend emerges when all of the eld studies are taken together. The only reliable eld study published to date showed

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You can fix the Localized Data AntiPattern by changing your data architecture. As an example, let s go back to the case of a single Web application being moved to a multiWeb-server installation. Originally, all of the customer data was on one Web server, stored in files. While you can copy it, as pictured in Figure 1.3, if one server handles the same customers as another, you may end up with data that is out of sync. You might even corrupt your data if two servlets from different servers perform mutually exclusive operations on the customer data before their files are synchronized.

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1641 Middleware Platform Security We have mentioned that e-commerce applications share, in general, some common requirements First of all, they have to demonstrate the identity of parts involved in a transaction Software programs that run over a computer network now substitute traditional vendors and clients of the real world Therefore, performing authentication must be seen as a key goal of these applications Moreover, sensitive information transmitted along the network is susceptible to be eavesdropped and manipulated (the so-called man-in-the-middle attacks) This means that e-commerce applications also have to protect that information, for con dentiality purposes, together with ensuring the integrity of data involved Public key cryptosystems are used to accomplish these stringent requirements Using this approach, every entity that takes part in a transaction has a public/private key pair The public key is usually stored in a directory server, and everyone may request it.